Makefile

# Makefile for MLOps Azure Databricks GitHub Playbook

.PHONY: setup test lint format clean help deploy-dev deploy-staging deploy-prod

# Variables
PYTHON = python
VENV = .venv
PIP = $(VENV)/bin/pip
PYTEST = $(VENV)/bin/pytest
FLAKE8 = $(VENV)/bin/flake8
BLACK = $(VENV)/bin/black
ISORT = $(VENV)/bin/isort
TERRAFORM = terraform
DATABRICKS = databricks

# Default target
help:
	@echo "MLOps Azure Databricks GitHub Playbook"
	@echo ""
	@echo "Usage:"
	@echo "  make setup         Install dependencies and set up environment"
	@echo "  make test          Run all tests"
	@echo "  make lint          Run linting checks"
	@echo "  make format        Format code"
	@echo "  make clean         Clean up generated files"
	@echo "  make deploy-dev    Deploy to development environment"
	@echo "  make deploy-staging Deploy to staging environment"
	@echo "  make deploy-prod   Deploy to production environment"
	@echo "  make help          Show this help message"

# Setup environment
setup:
	@echo "Setting up environment..."
	@if [ ! -d "$(VENV)" ]; then $(PYTHON) -m venv $(VENV); fi
	@$(PIP) install --upgrade pip
	@$(PIP) install -r requirements.txt
	@$(PIP) install -e .
	@$(PIP) install pre-commit
	@pre-commit install
	@./scripts/setup/setup_dev_environment.sh
	@echo "Setup complete! Activate the virtual environment with: source $(VENV)/bin/activate"

# Run tests
test:
	@echo "Running tests..."
	@$(PYTEST) tests/ -v

# Run linting
lint:
	@echo "Running linting checks..."
	@$(FLAKE8) src tests
	@$(BLACK) --check src tests
	@$(ISORT) --check-only --profile black src tests

# Format code
format:
	@echo "Formatting code..."
	@$(BLACK) src tests
	@$(ISORT) --profile black src tests

# Clean generated files
clean:
	@echo "Cleaning up..."
	@rm -rf __pycache__
	@rm -rf .pytest_cache
	@rm -rf dist
	@rm -rf build
	@rm -rf *.egg-info
	@find . -type d -name __pycache__ -exec rm -rf {} +
	@find . -type d -name "*.egg-info" -exec rm -rf {} +
	@find . -type f -name "*.pyc" -delete
	@find . -type f -name "*.pyo" -delete
	@find . -type f -name "*.pyd" -delete
	@echo "Cleanup complete!"

# Deployment targets
deploy-dev:
	@echo "Deploying to development environment..."
	@cd infrastructure/terraform && \
		$(TERRAFORM) workspace select dev || $(TERRAFORM) workspace new dev && \
		$(TERRAFORM) apply -var-file=dev.tfvars -auto-approve
	@echo "Deploying notebooks and code..."
	@$(DATABRICKS) workspace import_dir notebooks /Shared/dev/notebooks -o

deploy-staging:
	@echo "Deploying to staging environment..."
	@cd infrastructure/terraform && \
		$(TERRAFORM) workspace select staging || $(TERRAFORM) workspace new staging && \
		$(TERRAFORM) apply -var-file=staging.tfvars -auto-approve
	@echo "Deploying notebooks and code..."
	@$(DATABRICKS) workspace import_dir notebooks /Shared/staging/notebooks -o

deploy-prod:
	@echo "Deploying to production environment..."
	@cd infrastructure/terraform && \
		$(TERRAFORM) workspace select prod || $(TERRAFORM) workspace new prod && \
		$(TERRAFORM) apply -var-file=prod.tfvars -auto-approve
	@echo "Deploying notebooks and code..."
	@$(DATABRICKS) workspace import_dir notebooks /Shared/prod/notebooks -o